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A Software Framework for Diagnostic Medical Image Perception with Feedback, and a Novel Perception Visualisation Technique

机译:具有反馈的诊断医学图像感知的软件框架,以及一种新颖的感知可视化技术

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This paper describes a software framework and analysis tool to support the collection and analysis of eye movement and perceptual feedback data for a variety of diagnostic imaging modalities. The framework allows the rapid creation of experiment software that can display a collection of medical images of a particular modality, capture eye trace data, and record marks added to an image by the observer, together with their final decision. There are also a number of visualisation techniques for the display of eye trace information. The analysis tool supports the comparison of individual eye traces for a particular observer or traces from multiple observers for a particular image. Saccade and fixation data can be visualised, with user control of fixation identification functions and properties. Observer markings are displayed, and predefined regions of interest are supported. The software also supports some interactive and multi-image modalities. The analysis tool includes a novel visualisation of scan paths across multi-image modalities. Using an exploded 3D view of a stack of MRI scan sections, an observer’s scan path can be shown traversing between images, in addition to inspecting them.
机译:本文介绍了一种软件框架和分析工具,用于支持各种诊断成像方式的眼睛运动和感知反馈数据的收集和分析。该框架允许快速创建实验软件,该实验软件可以显示特定模态,捕获眼跟踪数据的医学图像,以及由观察者添加到图像的记录标记以及其最终决定。还有许多用于显示眼跟踪信息的可视化技术。分析工具支持对特定图像的特定观察者或迹线的单个眼睛迹线的比较。可以可视化扫视和固定数据,用户控制固定识别功能和属性。显示观察者标记,支持预定义的感兴趣区域。该软件还支持一些互动和多图像模态。分析工具包括跨多图像模式的扫描路径的新颖可视化。使用堆栈的MRI扫描部分的分解3D视图,除了检查它们的情况下,还可以在图像之间进行观察者的扫描路径。

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